|
54 | 54 | }, |
55 | 55 | { |
56 | 56 | "cell_type": "code", |
57 | | - "execution_count": null, |
| 57 | + "execution_count": 2, |
58 | 58 | "metadata": {}, |
59 | 59 | "outputs": [], |
60 | 60 | "source": [ |
|
83 | 83 | }, |
84 | 84 | { |
85 | 85 | "cell_type": "code", |
86 | | - "execution_count": null, |
| 86 | + "execution_count": 3, |
87 | 87 | "metadata": {}, |
88 | 88 | "outputs": [ |
89 | 89 | { |
|
117 | 117 | }, |
118 | 118 | { |
119 | 119 | "cell_type": "code", |
120 | | - "execution_count": null, |
| 120 | + "execution_count": 4, |
121 | 121 | "metadata": {}, |
122 | 122 | "outputs": [ |
123 | 123 | { |
|
192 | 192 | "Panoptic: Start Evaluation\n", |
193 | 193 | "-- Got UnmatchedInstancePair, will match instances\n", |
194 | 194 | "-- Got MatchedInstancePair, will evaluate instances\n", |
195 | | - "-- evaluate took 4.315934896469116 seconds to execute.\n" |
| 195 | + "-- evaluate took 4.241225719451904 seconds to execute.\n" |
196 | 196 | ] |
197 | 197 | } |
198 | 198 | ], |
|
216 | 216 | }, |
217 | 217 | { |
218 | 218 | "cell_type": "code", |
219 | | - "execution_count": null, |
| 219 | + "execution_count": 5, |
220 | 220 | "metadata": {}, |
221 | 221 | "outputs": [ |
222 | 222 | { |
223 | 223 | "name": "stdout", |
224 | 224 | "output_type": "stream", |
225 | 225 | "text": [ |
| 226 | + "\n", |
| 227 | + "+++ MATCHING +++\n", |
226 | 228 | "Number of instances in reference (num_ref_instances): 22\n", |
227 | 229 | "Number of instances in prediction (num_pred_instances): 22\n", |
228 | 230 | "True Positives (tp): 19\n", |
229 | 231 | "False Positives (fp): 3\n", |
230 | 232 | "False Negatives (fn): 3\n", |
231 | | - "Recognition Quality (rq): 0.8636363636363636\n", |
| 233 | + "Recognition Quality / F1-Score (rq): 0.8636363636363636\n", |
| 234 | + "\n", |
| 235 | + "+++ GLOBAL +++\n", |
232 | 236 | "Global Binary Dice (global_bin_dsc): 0.9744370224078394\n", |
233 | 237 | "Global Binary Centerline Dice (global_bin_cldsc): 0.9637064011802574\n", |
| 238 | + "\n", |
| 239 | + "+++ INSTANCE +++\n", |
234 | 240 | "Segmentation Quality IoU (sq): 0.8328184295330796 +- 0.15186064004517466\n", |
235 | 241 | "Panoptic Quality IoU (pq): 0.719252280051296\n", |
236 | 242 | "Segmentation Quality Dsc (sq_dsc): 0.900292616009954 +- 0.10253566174957332\n", |
|
247 | 253 | }, |
248 | 254 | { |
249 | 255 | "cell_type": "code", |
250 | | - "execution_count": null, |
| 256 | + "execution_count": 6, |
251 | 257 | "metadata": {}, |
252 | 258 | "outputs": [ |
253 | 259 | { |
|
271 | 277 | }, |
272 | 278 | { |
273 | 279 | "cell_type": "code", |
274 | | - "execution_count": null, |
| 280 | + "execution_count": 7, |
275 | 281 | "metadata": {}, |
276 | 282 | "outputs": [ |
277 | 283 | { |
|
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